Design a Ride-Hailing Platform

Company: Zoox

Role: Backend Engineer

Category: System Design

Difficulty: hard

Interview Round: Onsite

Quick Answer: This question evaluates competency in designing large-scale, real-time distributed systems, including distributed architecture, geo-spatial indexing and matching, real-time state management, API and data modeling, scalability strategies, consistency models, and fault tolerance.